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Publications of "Celine Vens" ( http://dblp.L3S.de/Authors/Celine_Vens )

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Publication years (Num. hits)
2004-2011 (15) 2012-2018 (15) 2019 (4)
Publication types (Num. hits)
article(17) incollection(1) inproceedings(13) phdthesis(1) proceedings(2)
GrowBag graphs for keyword ? (Num. hits/coverage)

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The graphs summarize 11 occurrences of 8 keywords

Results
Found 35 publication records. Showing 34 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Konstantinos Pliakos, Celine Vens Network inference with ensembles of bi-clustering trees. Search on Bibsonomy BMC Bioinformatics The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Felipe Kenji Nakano, Mathias Lietaert, Celine Vens Machine learning for discovering missing or wrong protein function annotations - A comparison using updated benchmark datasets. Search on Bibsonomy BMC Bioinformatics The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Konstantinos Pliakos, Seang-Hwane Joo, Jung Yeon Park, Frederik Cornillie, Celine Vens, Wim van den Noortgate Integrating machine learning into item response theory for addressing the cold start problem in adaptive learning systems. Search on Bibsonomy Computers & Education The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Alireza Gharahighehi, Celine Vens News Topic Recommendation Using an Extended Bayesian Personalized Ranking. Search on Bibsonomy BNAIC/BENELEARN The full citation details ... 2019 DBLP  BibTeX  RDF
1Konstantinos Pliakos, Celine Vens Network representation with clustering tree features. Search on Bibsonomy J. Intell. Inf. Syst. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Konstantinos Pliakos, Pierre Geurts, Celine Vens Global multi-output decision trees for interaction prediction. Search on Bibsonomy Machine Learning The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Leander Schietgat, Celine Vens, Ricardo Cerri, Carlos N. Fischer, Eduardo P. Costa, Jan Ramon, Claudia M. A. Carareto, Hendrik Blockeel A machine learning based framework to identify and classify long terminal repeat retrotransposons. Search on Bibsonomy PLoS Computational Biology The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Konstantinos Pliakos, Celine Vens Mining features for biomedical data using clustering tree ensembles. Search on Bibsonomy Journal of Biomedical Informatics The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Michelangelo Ceci, Jaakko Hollmén, Ljupco Todorovski, Celine Vens, Saso Dzeroski (eds.) Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part I Search on Bibsonomy ECML/PKDD (1) The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Michelangelo Ceci, Jaakko Hollmén, Ljupco Todorovski, Celine Vens, Saso Dzeroski (eds.) Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings, Part II Search on Bibsonomy ECML/PKDD (2) The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Len Feremans, Boris Cule, Celine Vens, Bart Goethals Combining Instance and Feature Neighbors for Efficient Multi-label Classification. Search on Bibsonomy DSAA The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Isaac Triguero, Celine Vens Labelling strategies for hierarchical multi-label classification techniques. Search on Bibsonomy Pattern Recognition The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Konstantinos Pliakos, Celine Vens Feature Induction and Network Mining with Clustering Tree Ensembles. Search on Bibsonomy NFMCP@PKDD/ECML The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Carlos N. Fischer, Claudia M. A. Carareto, Renato A. C. dos Santos, Ricardo Cerri, Eduardo P. Costa, Leander Schietgat, Celine Vens Learning HMMs for nucleotide sequences from amino acid alignments. Search on Bibsonomy Bioinformatics The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Celine Vens, Sofie Van Gassen, Tom Dhaene, Yvan Saeys Complex Aggregates over Clusters of Elements. Search on Bibsonomy ILP The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Dragi Kocev, Celine Vens, Jan Struyf, Saso Dzeroski Tree ensembles for predicting structured outputs. Search on Bibsonomy Pattern Recognition The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Pan Hu, Celine Vens, Bart Verstrynge, Hendrik Blockeel Generalizing from Example Clusters. Search on Bibsonomy Discovery Science The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Celine Vens, Bart Verstrynge, Hendrik Blockeel Semi-supervised Clustering with Example Clusters. Search on Bibsonomy KDIR/KMIS The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Joris Maervoet, Celine Vens, Greet Vanden Berghe, Hendrik Blockeel, Patrick De Causmaecker Outlier detection in relational data: A case study in geographical information systems. Search on Bibsonomy Expert Syst. Appl. The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Celine Vens, Marie-Noëlle Rosso, Etienne G. J. Danchin Identifying discriminative classification-based motifs in biological sequences. Search on Bibsonomy Bioinformatics The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Celine Vens, Fabrizio Costa Random Forest Based Feature Induction. Search on Bibsonomy ICDM The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Leander Schietgat, Celine Vens, Jan Struyf, Hendrik Blockeel, Dragi Kocev, Saso Dzeroski Predicting gene function using hierarchical multi-label decision tree ensembles. Search on Bibsonomy BMC Bioinformatics The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Celine Vens, Leander Schietgat, Jan Struyf, Hendrik Blockeel, Dragi Kocev, Saso Dzeroski Predicting Gene Function using Predictive Clustering Trees. Search on Bibsonomy Inductive Databases and Constraint-Based Data Mining The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Celine Vens, Eduardo P. Costa, Hendrik Blockeel Top-Down Induction of Phylogenetic Trees. Search on Bibsonomy EvoBIO The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Celine Vens Complex aggregates in relational learning. Search on Bibsonomy AI Commun. The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
1Celine Vens, Jan Struyf, Leander Schietgat, Saso Dzeroski, Hendrik Blockeel Decision trees for hierarchical multi-label classification. Search on Bibsonomy Machine Learning The full citation details ... 2008 DBLP  DOI  BibTeX  RDF Precision-recall analysis, Decision trees, Hierarchical classification, Multi-label classification, Functional genomics
1Dragi Kocev, Celine Vens, Jan Struyf, Saso Dzeroski Ensembles of Multi-Objective Decision Trees. Search on Bibsonomy ECML The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Aneta Ivanovska, Celine Vens, Saso Dzeroski, Nathalie Colbach Studying the Presence of Genetically Modified Variants in Organic Oilseed Rape by Using Relational Data Mining. Search on Bibsonomy EnviroInfo (1) The full citation details ... 2007 DBLP  BibTeX  RDF
1Celine Vens Complex aggregates in relational learning ; Complexe aggregaten in relationeel leren. Search on Bibsonomy 2007   RDF
1Anneleen Van Assche, Celine Vens, Hendrik Blockeel, Saso Dzeroski First order random forests: Learning relational classifiers with complex aggregates. Search on Bibsonomy Machine Learning The full citation details ... 2006 DBLP  DOI  BibTeX  RDF Aggregation, Relational learning, Random forests, Decision tree learning
1Celine Vens, Hendrik Blockeel A simple regression based heuristic for learning model trees. Search on Bibsonomy Intell. Data Anal. The full citation details ... 2006 DBLP  BibTeX  RDF
1Celine Vens, Jan Ramon, Hendrik Blockeel Refining Aggregate Conditions in Relational Learning. Search on Bibsonomy PKDD The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
1Celine Vens, Jan Ramon, Hendrik Blockeel ReMauve: A Relational Model Tree Learner. Search on Bibsonomy ILP The full citation details ... 2006 DBLP  DOI  BibTeX  RDF
1Celine Vens, Anneleen Van Assche, Hendrik Blockeel, Saso Dzeroski First Order Random Forests with Complex Aggregates. Search on Bibsonomy ILP The full citation details ... 2004 DBLP  DOI  BibTeX  RDF Aggregation, Random forests, Decision Tree Learning
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